AhmedSSoliman
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Browse files- README.md +32 -0
- adapter_config.json +23 -0
- adapter_model.bin +3 -0
README.md
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---
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library_name: peft
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base_model: mistralai/Mistral-7B-Instruct-v0.1
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---
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### Model Description
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<!-- Provide a longer summary of what this model is. -->
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This is a chat model specialized for SQL,
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which has been fine-tuned based on the 'Mistral-7B-Instruct-v0.1' using 'sql-create-context' datasets.
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SQLに特化したMistral-7Bモデルです(普段のクエリ書くために作りました、よろしければ試してみてください)
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## Training procedure
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The following `bitsandbytes` quantization config was used during training:
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- quant_method: bitsandbytes
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- load_in_8bit: False
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- load_in_4bit: True
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- llm_int8_threshold: 6.0
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- llm_int8_skip_modules: None
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- llm_int8_enable_fp32_cpu_offload: False
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- llm_int8_has_fp16_weight: False
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- bnb_4bit_quant_type: nf4
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- bnb_4bit_use_double_quant: False
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- bnb_4bit_compute_dtype: float16
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### Framework versions
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- PEFT 0.6.0.dev0
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adapter_config.json
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{
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"alpha_pattern": {},
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"auto_mapping": null,
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"base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.1",
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"bias": "none",
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"fan_in_fan_out": false,
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"inference_mode": true,
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"init_lora_weights": true,
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"layers_pattern": null,
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"layers_to_transform": null,
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"lora_alpha": 16,
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"lora_dropout": 0.1,
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"modules_to_save": null,
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"peft_type": "LORA",
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"r": 64,
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"rank_pattern": {},
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"revision": null,
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"target_modules": [
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"v_proj",
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"q_proj"
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],
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"task_type": "CAUSAL_LM"
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}
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adapter_model.bin
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version https://git-lfs.github.com/spec/v1
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oid sha256:ee5310df94c54aee8146b7bd28eb1502985f0c4d38d6bbda715b3e7c64d1f444
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size 109097933
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